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检索条件"任意字段=17th International Conference on COMmunication Systems and NETworkS, COMSNETS 2025"

共 1281 条记录，以下是31-40 订阅

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Osmotic Computing Based Secure Resource Orchestration Scheme for Vehicular communication 17

Osmotic Computing Based Secure Resource Orchestration Scheme...

引用

17th international conference on communication systems and networks, comsnets 2025

作者： Garg, Deepanshu Angurala, Mohit Bali, Rasmeet S. Kumar, Neeraj Chandigarh University Computer Science & Engineering Department India Guru Nanak Dev University Computer Science Department India Thapar University Patiala Computer Science & Engineering Department India

ISBN: (纸本)9798331531195

the advancement in technology leads to provide an efficient communication among vehicles to offload resource-intensive tasks for transportation-based services. However, it may cause issue related to efficient secure resource utilization among vehicular nodes. the key reason behind these considerations are the high mobility of vehicles and their high computational requirements for task execution. To solve these issues, an osmotic computing based vehicular communication scheme has been proposed. the primary objective of the scheme is to provide a communication model which can perform effective secure resource management among static or dynamic vehicular nodes through Osmotic Computing. By utilizing the key components of osmotic computing such as osmotic resource manager and node manager, numerous resources have been shared with the vehicles in an effective way. the performance of the proposed scheme has been evaluated using simulation. Results obtained show that the proposed scheme outperform the existing schemes in terms of various performance evaluation parameters. © 2025 IEEE.

关键词： Data privacy

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Zero-Trust Security in 5G and Beyond networks: An Overview 17

Zero-Trust Security in 5G and Beyond Networks: An Overview

引用

17th international conference on communication systems and networks, comsnets 2025

作者： Sowjanya, K. Saha, Dhiman Lall, Brejesh Indian Institute of Technology Delhi Bharti School TTM New Delhi India Indian Institute of Technology Bhilai Bhilai India Indian Institute of Technology Delhi Department of Electrical Engineering New Delhi India

ISBN: (纸本)9798331531195

the evolution of 5G and anticipated 6G networks presents new opportunities for connectivity, performance, and services, but it also introduces substantial security risks due to increased complexity and attack surfaces. Traditional perimeter-based security models fall short in these environments, prompting a shift towards Zero Trust Architecture (ZTA), which enforces principles of strict identity verification, least-privilege access, and continuous monitoring. As ZTA gains traction, standardization bodies such as NIST, 3GPP, and ETSI are developing guidelines to incorporate Zero Trust principles into 5G and 6G infrastructures. this paper explores how these standardization efforts, alongside core ZTA principles, provide a resilient and adaptable security framework for 5G and future 6G networks. Furthermore, the paper highlights the challenges of implementing Zero Trust in 5G and 6G networks and suggests future directions for overcoming these obstacles. © 2025 IEEE.

关键词： 5G mobile communication systems

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Enhancing O-RAN's Intent-based Management Standards for Seamless Cross-Layer Mobility 17

Enhancing O-RAN's Intent-based Management Standards for Seam...

引用

17th international conference on communication systems and networks, comsnets 2025

作者： Narendra, Nanjangud C. Kanthaliya, Ronak Akumalla, Venkatareddy Indian Institute of Science Dept. of Electrical Communication Engineering and FSID Bangalore India

ISBN: (纸本)9798331531195

One of the key challenges in 5G (and beyond 5G) networks is to provide seamless service with user mobility, both at application and network layers. In the former, applications need to be migrated between edge sites;while in the latter User Equipment (UE) network service is handed over between 5G cells during handover. Without proper management of synchronization and control mechanisms between these two layers, both these mobility types would result in service interruptions to users. the recent intent-based management specification from the O-RAN alliance could be a step in the direction of seamlessly unifying these two types to ensure service continuity. However, this specification is still in a nascent stage. In this position paper, therefore, we analyze this mobility issue and propose enhancements to the O-RAN specification that can support seamless cross-layer mobility at both application and network layers. © 2025 IEEE.

关键词： Specifications

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mmTCP: An Adaptive Congestion Control Algorithm for 5G mmWave networks 17

mmTCP: An Adaptive Congestion Control Algorithm for 5G mmWav...

引用

17th international conference on communication systems and networks, comsnets 2025

作者： Kumar, Danam Yashwanth Gautam, Veerendra Kumar Sharma, Sangeeta Giluka, Mukesh Jawaharlal Nehru University New Delhi India Indian Institute of Technology Hyderabad India National Institute of Technology Hamirpur India

ISBN: (纸本)9798331531195

the emergence of 5G New Radio technology, especially using millimeter-wave frequencies, offers unparalleled data rates and low latency, which are crucial for the new generation. However, the limited range of high-frequency bands, such as mmWave and TeraHertz, results in frequent channel quality fluctuations and handoffs. Additionally, urban micro-cellular deployments encounter frequent channel variations and outages due to UE (vehicle) mobility, making it challenging for TCP protocols to adapt to fluctuating link quality and network capacity. this often results in underutilized resources, service disruptions, and connectivity gaps. To address these issues, we introduce mmTCP - a solution that dynamically adjusts the congestion window based on signal quality post-handoff to minimize delay and maximize throughput, enabling the transport layer to adapt to shifting wireless conditions. mmTCP optimizes congestion and flow control to mitigate link fluctuations and enhance user experience. ns-3 experiments show that mmTCP consistently improves throughput by up to 42% and reduces latency by up to 43% through effective link-layer adaptations in Numerology 2. © 2025 IEEE.

关键词： 5G mobile communication systems

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A Multi-Modal Smart Switching Based Image Transmission Using Semantic communication 17

A Multi-Modal Smart Switching Based Image Transmission Using...

引用

17th international conference on communication systems and networks, comsnets 2025

作者： Tiwari, Sanjana Tripathi, Sharda Joshi, Sandeep Bhatt, Priyanshu Natarajan, Balasubramaniam Birla Institute of Technology & Science Pilani Department of Electrical & Electronics Engineering 333031 India Kansas State University Department of Electrical & Computer Engineering 66506 United States

ISBN: (纸本)9798331531195

the conventional paradigm of communication primarily concentrates on the transmission of raw data, often disregarding its contextual meaning. However, to tackle the exponential growth in data demands along with the limited availability of transmission bandwidth, there is an increasing need to transition from Shannon's classical information-theoretic communication to a more advanced framework centered on semantics. this work presents a multi-modal semantic-based communication method for the transmission of high-definition images aimed at optimizing the transmitted data volume while maintaining a high throughput and mean intersection over union score. To this end, two architectural models are explored: a denser ResNet-based and a lightweight U-Net-based. Depending on the required QoS and resource availability, the raw image is either semantically segmented to obtain a fine-grained, pixel-level classification of the image or represented as label semantics, which provides only a higher-level, object-based, or region-based classification prior to its transmission. the experimental results show that such an adaptive semantic image processing approach leads to around 63% reduction in the transmitted data volume without compromising on the quality of image reconstruction. © 2025 IEEE.

关键词： Semantic Segmentation

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Integrated LLM Based Reasoning for safe and Efficient Decision Modeling in Assisted Driving 17

Integrated LLM Based Reasoning for safe and Efficient Decisi...

引用

17th international conference on communication systems and networks, comsnets 2025

作者： Nidamanuri, Jaswanth Kalasagond, Akash Reddy, Kasam Rohith Durgaprasad, Sunke SOET MNR University Hyderabad India Woxsen University School of Technology Hyderabad India

ISBN: (纸本)9798331531195

Large Language Models (LLMs) represent the best hope for augmenting Advanced Driver Assistance systems (ADAS) with powerful reasoning that is nonetheless fully grounded in real-world driving contexts. In this study, we propose an assistive driving paradigm where LLMs make decisions by performing temporal analysis of data obtained from object detection models (YOLOv9 and YOLOv10). We incorporate both detected objects and sensor data into a Retrieval-Augmented Generation (RAG) that allows the LLM to reason arithmetically and apply common sense to drive in safe manners to be compliant with the current context. the model in this paper directly handles issues like low visibility and out-of-distribution where standard models would typically fail. In a simulated environment, we assess the LLM's operational efficiency in decision-making and prove that its reasoning capacities substantially optimize the probability of a precise forecast and the extent of the response's precision. these results indicate that with LLMs' help, ADAS can be developed into life-changing technologies that help maintain safety even under increasing uncertainties in the environment. © 2025 IEEE.

关键词： Advanced driver assistance systems

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TMGCN-ATT: A Traffic Prediction Model with Multi-Hop GCN and Self-Attention Mechanisms 17

TMGCN-ATT: A Traffic Prediction Model with Multi-Hop GCN and...

引用

17th international conference on communication systems and networks, comsnets 2025

作者： Sadhu, Srestha Mallick, Deepanwita Namtirtha, Amrita Dutta, Animesh NIT Durgapur CSE Durgapur India JISCE CSE Kalyani India

ISBN: (纸本)9798331531195

Accurate real-time traffic forecasting is essential for intelligent traffic systems and urban planning but remains challenging due to the complexity of road networks and dynamic, time-dependent changes. To address this, we propose TMGCN-ATT, a novel model that combines Multi-Hop Graph Convolutional networks (MGCN) to capture spatial dependencies and Gated Recurrent Units (GRU) with a self-attention mechanism to model temporal dynamics in traffic data. the multi-hop GCN aggregates information from distant nodes, capturing higher-order spatial relationships, which the GRU then processes with self-attention to learn temporal patterns. the performance of the model is evaluated using four metrics: accuracy, root mean squared error (RMSE), mean absolute error (MAE), and the coefficient of determination (R2). Experimental results demonstrate that TMGCN-ATT consistently surpasses baseline models such as SVR, GRU, GCN, and TGCN across two urban traffic datasets, Los-Loop and SZ-Taxi. In traffic forecasting tasks, TMGCN-ATT achieves an average accuracy of 83.65% and an MAE of 2.5 across the two datasets. © 2025 IEEE.

关键词： Intelligent systems

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Murmur: A Secure and Low-Energy Audio communication for the Internet of Bodies 17

Murmur: A Secure and Low-Energy Audio Communication for the ...

引用

17th international conference on communication systems and networks, comsnets 2025

作者： Phani Pavan, K. Jagan, P. Polachan, Kurian Rao, Madhav IIIT Dept. of VLSI and Embedded Systems Karnataka Bangalore India IIIT Connected Devides and Wearables Lab Karnataka Bangalore India IIIT Electronics and Communication Dept. Karnataka Bangalore India

ISBN: (纸本)9798331531195

In this work, we present, Murmur, a low-energy variant of acoustic communication developed for wearables to extend their operational life and security. Murmur consumes significantly lower power during data transmissions and is physically secure compared to popular radiative technologies such as BLE or Wi-Fi. Wearables using Murmur transmit data by modulating sound waves, transmitted through a speaker to the receiver over the air. Lowering the transmission power also reduces the range, thereby reducing the risk of eavesdropping. Our work demonstrates Murmur using custom-designed transmitter and receiver built with commercial off-the-shelf components. Our implementation of Murmur consumes sub-microwatts of power during transmission, which is orders of magnitude less than radiative technologies, which require milliwatts of power for transmission. We also did studies to compare the transmission power of Murmur with different types of speakers;Magnetic and MEMS. Further more, we also present the characterization of the acoustic channel of Murmur, by determining the byte errors during data transfers. We also conclude that Murmur offers 75× energy savings compared to Bluetooth LE. the design files are made freely available for easy adoption and further usage by the researchers and designers community. © 2025 IEEE.

关键词： Secure communication

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Controllers for Edge-Cloud Cyber-Physical systems 17

Controllers for Edge-Cloud Cyber-Physical Systems

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17th international conference on communication systems and networks, comsnets 2025

作者： Zhu, Tingan Ganguli, Prateek Gupta, Arkaprava Xu, Shengjie Capogrosso, Luigi Fraccaroli, Enrico Cristani, Marco Fummi, Franco Chakraborty, Samarjit The University of North Carolina United States University of Verona Italy

ISBN: (纸本)9798331531195

Deep Neural networks (DNNs) are now widely used in Cyber-Physical systems (CPSs), both for sensor data or perception processing and also as neural network controllers. However, resource constraints often prevent a full local deployment of the DNNs, e.g., on edge devices. Implementing them on the cloud, on the other hand, is associated with large delays and large volumes of data transfers. this has resulted in the emergence of Split Computing (SC), where a part of the DNN is implemented on an edge device and the rest in the cloud. However, how to design control strategies with such a setup has not been sufficiently investigated in the past. In this paper, we study controller design strategies where state estimates from sensor data processed on an edge device are combined with estimates obtained from the cloud. While the former is associated with low delays, the state estimates have higher errors or uncertainties. the estimates from the cloud, obtained with larger DNNs, are, however, delayed. We show that the problem of sizing the DNNs on the edge and the cloud can be formulated as an optimization problem with the goal of maximizing system safety. © 2025 IEEE.

关键词： Cybersecurity

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Lightweight 2D Chaos-Based Encryption Scheme for Secure Image communication in UAV Applications 17

Lightweight 2D Chaos-Based Encryption Scheme for Secure Imag...

引用

17th international conference on communication systems and networks, comsnets 2025

作者： Bhargav, Ravi Singh, Priyanka Vardhan, P Vishnu SRM University AP Department of Computer Science Andhra Pradesh Amaravati522240 India

ISBN: (纸本)9798331531195

the rapid increase in Unmanned Aerial Vehicles (UAVs) usage in various sectors has highlighted the need for secure image transmission. UAVs act as image-capturing platforms, transmitting data to ground stations and other UAVs over various networks, making the images vulnerable to potential attacks. Secure transmission of these images is crucial to prevent unauthorized access, ensure data integrity, and maintain the confidentiality of sensitive information. To address these challenges, this paper presents a 2D chaos-based encryption method designed to balance security and computational efficiency. the proposed method utilizes a 2D logistic map, reducing computational load while maintaining strong encryption, making it suitable for UAVs with limited resources. the scheme demonstrates high resistance to differential attacks, achieving NPCR and UACI values of 99.6973% and 32.4387%, respectively. Additionally, the high entropy value of 7.97 confirms enhanced randomness and security. the encryption method is evaluated under various attacks, including filtering, compression, and noise, demonstrating robust protection for transmitted images. A comparative analysis was also conducted, which supports the effectiveness of the proposed scheme in terms of reduced computational time and ensure encryption strength. © 2025 IEEE.

关键词： Unmanned aerial vehicles (UAV)

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